Added ref and sample texts

README.md

@@ -6,9 +6,48 @@ metrics:
 - f1
 pipeline_tag: token-classification
 widget:
- - text: "In cena domini, quando sancta Hedwigis lavabat pedes pauperum, sancta Anna pariter cum ea lavabat et distribuebat eisdem vestimenta per se ipsam et per pueros suos."
+- text: >-
+    Testes Prandote de Sproua contra Sbisconem : Sbisco de Olesnicza, quod scit
+    et testatur Czescz, Sbisco de Marczinczouicz in testimonium, Stanislaus
+    Lantka in testimonium, Wirzchoslaus in testimonium, Benik de Thopola, Thomas
+    de Tzsczenecz
+  example_title: Court Proceedings
+- text: >-
+    Iohannis de Iacussouicze heredes sana ac libera voluntate post araturas suas
+    decimas, videlicet Nicolaus in Micolayow, Scropezin et in Zagayow,
+    Stanislaus et Bogussius in Semlicze, Osmolicze, Gawoltow, Bogumilouicze,
+    Sbiluth et Petrus in Sbiluthouicze et Mnogolicze, Msczugius in Jacuszouicze,
+    nunc vero Bliszne, Srzednye, Dalne Jacussouicze wlgariter nuncupantur, ad
+    honorem et laudem Omnipotentis Dei et ob reverenciam B. et Gloriose Dei
+    Genitricis Virginis Marie et omnium sanctorum dicte ecclesie in Parwa
+    Cazimirza dictas decimas dederunt, contulerunt et perpetuis temporibus
+    assignaverunt.
+  example_title: Document (Poland)
+- text: >-
+    Eugenius episcopus servus servorum dei venerabili fratri Warnero
+    Ulotizlauensi episcopo eiusque successoribus canonice substituendis in
+    perpetuum.
+  example_title: Document (papal)
+- text: >-
+    Hec sunt nomina pontificum Cracoviensium. Prohorius. Proculphus. Poppo.
+    Gompo. Rachelinus. Aaron archiepiscopus quintus. Sula cognominatus
+    Lambertus. Beatus Stanyzlaus martir.
+  example_title: Catalogue of bishops
+- text: >-
+    Hoc eventu Bolezlauus cum eodem exercitu de Pomoranis se vindicare
+    disposuit, iamque cepta via Bohemos in Poloniam exire fama precurrens
+    innotuit.
+  example_title: Historiography
+tags:
+- Medieval Latin
+- Latin
+- Lemmatization
+library_name: transformers
 ---
 
 Xlm-roberta-large model fine-tuned on **UD** and **eFontes** corpora, to optimize and enhance PoS tagging task on Polish medieval Latin texts from different genres.
 
-Special emphasis was put on latinized Polish proper nouns such as village names and human names.
+Details can be found in the paper:
+
+Nowak, Krzysztof, Jędrzej Ziębura, Krzysztof Wróbel and Aleksander Smywiński-Pohl. "eFontes. Part of Speech Tagging and Lemmatization of Medieval Latin Texts. A Cross-Genre Survey." (2024).
+https://doi.org/10.48550/arXiv.2407.00418